The COVID-19 Situation Report is a data intensive report that tries to portray an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic. If you would like to add additional metrics to this report, please send a mail to the author at .

Date of Report

Report Printed On 

## [1] "2020-04-04"

COVID-19 Overall Stats (Worldwide)

Overall Confirmed Cases Count Worldwide 

## [1] "1197405 (up from 1095917 yesterday: 9.26 % increase)"

Overall Deaths Worldwide

Please note that the deaths is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] "64606 (up from 58787 yesterday: 9.9 % increase)"

Overall Fatality Rate Worldwide in %

Please note that the fatality rate is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] 5.4



In- Depth Country Wise Stats (With Atleast 100 COVID-19 Confirmations)

Overall Confirmed Cases and Deaths- Country Wise (With Fatality Rates)

Country_Region TotalConfirmed TotalDeaths FatalityRate
US 308850 8407 2.72
Spain 126168 11947 9.47
Italy 124632 15362 12.33
Germany 96092 1444 1.50
France 90848 7574 8.34
China 82543 3330 4.03
Iran 55743 3452 6.19
United Kingdom 42477 4320 10.17
Turkey 23934 501 2.09
Switzerland 20505 666 3.25
Belgium 18431 1283 6.96
Netherlands 16727 1656 9.90
Canada 12978 218 1.68
Austria 11781 186 1.58
Portugal 10524 266 2.53
Brazil 10360 445 4.30
Korea, South 10156 177 1.74
Israel 7851 44 0.56
Sweden 6443 373 5.79
Australia 5550 30 0.54
Norway 5550 62 1.12
Russia 4731 43 0.91
Ireland 4604 137 2.98
Czechia 4472 59 1.32
Denmark 4269 161 3.77
Chile 4161 27 0.65
Poland 3627 79 2.18
Romania 3613 146 4.04
Malaysia 3483 57 1.64
Ecuador 3465 172 4.96
Japan 3139 77 2.45
Philippines 3094 144 4.65
India 3082 86 2.79
Pakistan 2818 41 1.45
Luxembourg 2729 31 1.14
Saudi Arabia 2179 29 1.33
Indonesia 2092 191 9.13
Thailand 2067 20 0.97
Finland 1882 25 1.33
Peru 1746 73 4.18
Mexico 1688 60 3.55
Greece 1673 68 4.06
Panama 1673 41 2.45
Serbia 1624 44 2.71
South Africa 1585 9 0.57
United Arab Emirates 1505 10 0.66
Dominican Republic 1488 68 4.57
Argentina 1451 43 2.96
Iceland 1417 4 0.28
Colombia 1406 32 2.28
Qatar 1325 3 0.23
Algeria 1251 130 10.39
Ukraine 1225 32 2.61
Singapore 1189 6 0.50
Croatia 1126 12 1.07
Egypt 1070 71 6.64
Estonia 1039 13 1.25
Slovenia 977 22 2.25
New Zealand 950 1 0.11
Morocco 919 59 6.42
Iraq 878 56 6.38
Lithuania 771 11 1.43
Armenia 770 7 0.91
Moldova 752 12 1.60
Diamond Princess 712 11 1.54
Bahrain 688 4 0.58
Hungary 678 32 4.72
Bosnia and Herzegovina 624 21 3.37
Cameroon 555 9 1.62
Tunisia 553 18 3.25
Kazakhstan 531 5 0.94
Azerbaijan 521 5 0.96
Lebanon 520 17 3.27
Latvia 509 1 0.20
Bulgaria 503 17 3.38
North Macedonia 483 17 3.52
Kuwait 479 1 0.21
Slovakia 471 1 0.21
Andorra 466 17 3.65
Belarus 440 5 1.14
Costa Rica 435 2 0.46
Cyprus 426 11 2.58
Uruguay 400 5 1.25
Taiwan* 355 5 1.41
Albania 333 20 6.01
Jordan 323 5 1.55
Burkina Faso 318 16 5.03
Afghanistan 299 7 2.34
Cuba 288 6 2.08
Oman 277 2 0.72
Uzbekistan 266 2 0.75
Honduras 264 15 5.68
San Marino 259 32 12.36
Cote d’Ivoire 245 1 0.41
Vietnam 240 0 0.00
Senegal 219 2 0.91
West Bank and Gaza 217 1 0.46
Nigeria 214 4 1.87
Malta 213 0 0.00
Ghana 205 5 2.44
Montenegro 201 2 1.00
Mauritius 196 7 3.57
Sri Lanka 166 5 3.01
Georgia 162 1 0.62
Venezuela 155 7 4.52
Congo (Kinshasa) 154 18 11.69
Kyrgyzstan 144 1 0.69
Niger 144 8 5.56
Bolivia 139 10 7.19
Brunei 135 1 0.74
Kosovo 135 1 0.74
Kenya 126 4 3.17
Cambodia 114 0 0.00
Guinea 111 0 0.00
Trinidad and Tobago 103 6 5.83
Rwanda 102 0 0.00

In Depth USA Stats (State Wise Figures)

Confirmed Cases and Deaths- States of USA (With Fatality Rates)

State Confirmed Deaths FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
New York 113833 3565 3.13 5851.53 183.26 1 in 171
New Jersey 34124 846 2.48 3841.85 95.25 1 in 260
Michigan 14225 540 3.80 1424.37 54.07 1 in 702
California 12837 289 2.25 324.89 7.31 1 in 3078
Louisiana 12496 409 3.27 2688.01 87.98 1 in 372
Massachusetts 11736 216 1.84 1688.75 31.08 1 in 592
Florida 11545 195 1.69 537.53 9.08 1 in 1860
Pennsylvania 10444 136 1.30 815.81 10.62 1 in 1226
Illinois 10357 244 2.36 817.33 19.26 1 in 1224
Washington 7247 315 4.35 951.69 41.37 1 in 1051
Texas 6556 116 1.77 226.10 4.00 1 in 4423
Georgia 6160 201 3.26 580.18 18.93 1 in 1724
Connecticut 5276 165 3.13 1479.82 46.28 1 in 676
Colorado 4188 111 2.65 727.24 19.28 1 in 1375
Indiana 3953 116 2.93 587.18 17.23 1 in 1703
Ohio 3739 102 2.73 319.87 8.73 1 in 3126
Tennessee 3322 50 1.51 486.16 7.32 1 in 2057
Maryland 3125 54 1.73 516.90 8.93 1 in 1935
North Carolina 2486 34 1.37 237.03 3.24 1 in 4219
Virginia 2407 52 2.16 282.00 6.09 1 in 3546
Missouri 2310 33 1.43 376.38 5.38 1 in 2657
Arizona 2187 52 2.38 287.20 6.83 1 in 3482
Wisconsin 2030 54 2.66 348.65 9.27 1 in 2868
South Carolina 1917 40 2.09 372.33 7.77 1 in 2686
Nevada 1742 46 2.64 565.56 14.93 1 in 1768
Alabama 1614 44 2.73 329.17 8.97 1 in 3038
Mississippi 1455 35 2.41 488.89 11.76 1 in 2045
Utah 1435 8 0.56 447.60 2.50 1 in 2234
Oklahoma 1161 42 3.62 293.41 10.61 1 in 3408
Idaho 1022 10 0.98 570.29 5.58 1 in 1753
Kentucky 917 40 4.36 205.25 8.95 1 in 4872
District of Columbia 902 21 2.33 1278.07 29.76 1 in 782
Oregon 899 22 2.45 213.15 5.22 1 in 4692
Minnesota 865 24 2.77 153.38 4.26 1 in 6520
Rhode Island 806 17 2.11 760.84 16.05 1 in 1314
Iowa 787 14 1.78 249.44 4.44 1 in 4009
Arkansas 743 14 1.88 246.20 4.64 1 in 4062
Kansas 698 21 3.01 239.59 7.21 1 in 4174
Delaware 593 14 2.36 608.98 14.38 1 in 1642
New Hampshire 540 7 1.30 397.14 5.15 1 in 2518
New Mexico 534 10 1.87 254.67 4.77 1 in 3927
Vermont 461 20 4.34 738.80 32.05 1 in 1354
Maine 456 10 2.19 339.23 7.44 1 in 2948
Puerto Rico 452 18 3.98 141.53 5.64 1 in 7066
Hawaii 351 3 0.85 247.90 2.12 1 in 4034
Nebraska 321 6 1.87 165.94 3.10 1 in 6026
West Virginia 282 2 0.71 157.79 1.12 1 in 6337
Montana 265 6 2.26 247.95 5.61 1 in 4033
South Dakota 212 2 0.94 239.64 2.26 1 in 4173
Wyoming 187 0 0.00 323.11 0.00 1 in 3095
North Dakota 186 3 1.61 244.07 3.94 1 in 4097
Alaska 171 5 2.92 233.75 6.83 1 in 4278
Guam 93 4 4.30 561.19 24.14 1 in 1782
Virgin Islands 40 0 0.00 NA NA 1 in NA
Northern Mariana Islands 8 1 12.50 144.94 18.12 1 in 6899
Recovered 0 0 NaN NA NA 1 in NA

In Depth India Stats (State Wise Figures)

Confirmed Cases (States of India)

Detected.State Confirmed
Maharashtra 635
Tamil Nadu 485
Delhi 445
Kerala 306
Telangana 272
Uttar Pradesh 234
Rajasthan 200
Andhra Pradesh 192
Madhya Pradesh 179
Karnataka 144
Gujarat 108
Jammu and Kashmir 92
Haryana 84
Punjab 65
West Bengal 53
Bihar 32
Assam 26
Uttarakhand 22
Odisha 21
Chandigarh 18
Ladakh 14
Andaman and Nicobar Islands 10
Chhattisgarh 10
Goa 7
Himachal Pradesh 6
Puducherry 5
Jharkhand 2
Manipur 2
Arunachal Pradesh 1
Mizoram 1

In Depth Italy Stats (Region Wise Figures)

Confirmed Cases and Deaths- Regions of Italy (With Fatality and Confirmation Rates)

Region HospitalizedWithSymptoms IntensiveCare HomeIsolation ActiveCases Discharged_Healed Deceased Confirmations Swabs FatalityRate ConfirmationRate
Lombardia 12002 1326 13892 27220 13242 8656 49118 141877 17.62 34.62
Emilia-Romagna 3859 358 8306 12523 2040 1977 16540 67075 11.95 24.66
Piemonte 3441 450 5802 9693 888 1128 11709 37181 9.63 31.49
Veneto 1691 324 7078 9093 1124 607 10824 133289 5.61 8.12
Toscana 1129 286 3639 5054 310 307 5671 47886 5.41 11.84
Marche 997 153 2347 3497 270 574 4341 14472 13.22 30.00
Liguria 1121 169 1604 2894 767 542 4203 14087 12.90 29.84
Lazio 1236 193 1677 3106 439 212 3757 44624 5.64 8.42
Campania 567 114 1815 2496 146 186 2828 21534 6.58 13.13
Puglia 627 153 1193 1973 94 173 2240 18977 7.72 11.80
P.A. Trento 353 81 1319 1753 257 210 2220 9863 9.46 22.51
Friuli Venezia Giulia 183 50 1103 1336 505 145 1986 21126 7.30 9.40
Sicilia 553 74 1099 1726 95 111 1932 19896 5.75 9.71
Abruzzo 354 71 931 1356 119 153 1628 12837 9.40 12.68
P.A. Bolzano 291 61 849 1201 245 146 1592 15045 9.17 10.58
Umbria 167 44 716 927 242 41 1210 11809 3.39 10.25
Sardegna 123 24 642 789 44 41 874 6789 4.69 12.87
Valle d’Aosta 63 23 474 560 106 82 748 2274 10.96 32.89
Calabria 178 15 469 662 30 49 741 12314 6.61 6.02
Basilicata 44 19 181 244 9 11 264 2765 4.17 9.55
Molise 31 6 134 171 24 11 206 1504 5.34 13.70

In Depth Canada Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of Canada (With Fatality Rates)

Province Confirmed Deaths FatalityRate
Quebec 6101 61 1.00
Ontario 3630 94 2.59
British Columbia 1203 38 3.16
Alberta 1075 18 1.67
Nova Scotia 236 0 0.00
Saskatchewan 220 3 1.36
Newfoundland and Labrador 195 1 0.51
Manitoba 182 2 1.10
New Brunswick 91 0 0.00
Prince Edward Island 22 0 0.00
Grand Princess 13 0 0.00
Yukon 6 0 0.00
Northwest Territories 4 0 0.00
Diamond Princess 0 1 Inf
Recovered 0 0 NaN

In Depth China Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of China (With Fatality Rates)

Province Confirmed Deaths FatalityRate
Hubei 67803 3207 4.73
Guangdong 1516 8 0.53
Henan 1276 22 1.72
Zhejiang 1262 1 0.08
Hunan 1019 4 0.39
Anhui 990 6 0.61
Jiangxi 937 1 0.11
Hong Kong 862 4 0.46
Shandong 778 7 0.90
Jiangsu 651 0 0.00
Beijing 585 8 1.37
Chongqing 579 6 1.04
Sichuan 557 3 0.54
Shanghai 529 6 1.13
Heilongjiang 491 13 2.65
Fujian 350 1 0.29
Hebei 326 6 1.84
Shaanxi 256 3 1.17
Guangxi 254 2 0.79
Yunnan 184 2 1.09
Tianjin 180 3 1.67
Hainan 168 6 3.57
Guizhou 146 2 1.37
Liaoning 141 2 1.42
Gansu 138 2 1.45
Shanxi 137 0 0.00
Inner Mongolia 117 1 0.85
Jilin 98 1 1.02
Xinjiang 76 3 3.95
Ningxia 75 0 0.00
Macau 43 0 0.00
Qinghai 18 0 0.00
Tibet 1 0 0.00

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most confirmed COVID-19 cases as of today in decreasing order of confirmations.

Confirmed Cases Count (Linear)

Country Wise Time Series Curve

Confirmed Cases Count (Logarithmic)

Country Wise Time Series Curve

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most COVID-19 deaths as of today in decreasing order of confirmations.

Death Count (Linear)

Country Wise Time Series Curve

Death Count (Logarithmic)

Country Wise Time Series Curve

Epidemic Curve: Delta in the past 24 hrs (Top 20 Countries with the Highest Cases)

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various countries. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 20 countries in the world as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Delta in Confirmed Cases

Number of New Cases in the past 24 hrs

Delta in Deaths

Number of Deaths in the past 24 hrs

Measuring Outbreak Velocity: 5 Day Lagging Average Doubling Time (Top 20 Countries with the Highest Cases)

The velocity of an outbreak is determined by a construct known as doubling time. This value describes the number of days, on average, required for the number of cases to double in a given area. For our analysis we use average doubling time, which can be defined as the number of days, on average, required for the average number of COVID-19 cases to double in a given area.

This measure can describe COVID-19 behavior worldwide, in a country, or even in a smaller region such as a state. For our analysis, we will discuss average doubling time at a national level for the top 20 most affected countries.

Below, we have calculated average doubling time for several nations, on a trailing, rolling 5-day basisbased on today’s case values. A decline in average doubling time indicates that the COVID-19 outbreak (confirmation rate) is accelerating (average cases double in fewer days), while an increase of average doubling time indicates that the outbreak is slowing.

Ideally, when social distancing and lockdowns are implemented aggressively in a country and after some period of delay, doubling times should begin to increase in a matter of days, weeks, or months, depending upon the severity of the epidemic and the degree of social distancing achievable.

Given the fact that many countries across the world have already enacted or implemented social distancing measures, this is why one should be cautious not to extrapolate COVID-19 growth rates from trailing statistics.

5 Day Lagging Avg Doubling Time of Confirmations

Confirmed Cases and Deaths Per Million Population and Infection Odds

This metric confirmed cases per million population and deaths per million population shows the extent to which the disease has spread with respect to the population of the country. The metric Infection Odds shows 1 in how many people are infected with COVID-19 in the corresponding country.

For the top 20 countries with most confirmed cases excluding cruise ships

Country_Region ConfirmedCasesPerMillionPopl DeathsPerMillionPopl InfectionOdds
US 943.92 25.69 1 in 1059
Spain 2703.99 256.04 1 in 370
Italy 2060.71 254.00 1 in 485
Germany 1160.67 17.44 1 in 862
France 1356.14 113.06 1 in 737
China 59.55 2.40 1 in 16791
Iran 686.83 42.53 1 in 1456
United Kingdom 639.33 65.02 1 in 1564
Turkey 296.18 6.20 1 in 3376
Switzerland 2392.65 77.71 1 in 418
Belgium 1616.75 112.54 1 in 619
Netherlands 973.63 96.39 1 in 1027
Canada 345.25 5.80 1 in 2896
Austria 1335.41 21.08 1 in 749
Portugal 1022.74 25.85 1 in 978
Brazil 49.50 2.13 1 in 20203
Korea, South 197.32 3.44 1 in 5068
Israel 901.17 5.05 1 in 1110
Sweden 636.66 36.86 1 in 1571
Australia 225.61 1.22 1 in 4432

Data Sources: 1. Github Repos: CSSEGISandData and pcm-dpc